Optimal Variational Mode Decomposition and Integrated Extreme Learning Machine for Network Traffic Prediction

Optimal Variational Mode Decomposition and Integrated Extreme Learning Machine for Network Traffic Prediction

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Network traffic prediction plays a vital role in effective network management, load evaluation and security warning. Extreme learning machine has the advantages of fast convergence speed and strong generalization ability. Also, it does not easily fall into local optima. The evolutionary algorithm ca...

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Bibliographic Details
Main Authors: Jinmei Shi, Yu-Beng Leau, Kun Li, Huandong Chen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Network traffic
time series analysis
variational mode decomposition
extreme learning machine
artificial bee colony algorithm
Online Access:https://ieeexplore.ieee.org/document/9388647/

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